Machenta
Robot foundation model company using simulation-only training for one-shot learning. Every Robotics Weekly story on Machenta, newest first. 3 stories since October 2026.
- Machenta let the public teach its robot at King's Cross
Edward Johns took a Machenta robot into a London train station and handed the teaching over to strangers.
- Machenta's one-demo learning holds up across a week of clips
Edward Johns posted reactivity, recovery and steerability tests for a model he says was trained entirely in simulation.
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One email a day. Under three minutes. The demos, the deployments and the part the press release left out.
- Machenta exits stealth with $40M and one-demo learning
The robot foundation model was trained without a single pixel of real-world data, the founder says.
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